Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 284808 |
| Missing cells | 1 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 5149 |
| Duplicate rows (%) | 1.8% |
| Total size in memory | 65.2 MiB |
| Average record size in memory | 240.0 B |
Variable types
| Numeric | 29 |
|---|---|
| Categorical | 1 |
| Dataset has 5149 (1.8%) duplicate rows | Duplicates |
V2 is highly overall correlated with Amount | High correlation |
V10 is highly overall correlated with Class | High correlation |
V11 is highly overall correlated with Class | High correlation |
V12 is highly overall correlated with Class | High correlation |
V14 is highly overall correlated with Class | High correlation |
V16 is highly overall correlated with Class | High correlation |
V17 is highly overall correlated with Class | High correlation |
V18 is highly overall correlated with Class | High correlation |
V21 is highly overall correlated with V22 | High correlation |
V22 is highly overall correlated with V21 | High correlation |
Amount is highly overall correlated with V2 | High correlation |
Class is highly overall correlated with V10 and 6 other fields | High correlation |
Class is highly imbalanced (98.2%) | Imbalance |
Reproduction
| Analysis started | 2023-06-16 08:44:00.007935 |
|---|---|
| Analysis finished | 2023-06-16 08:49:39.975103 |
| Duration | 5 minutes and 39.97 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
V1
Real number (ℝ)
| Distinct | 275653 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7591113 × 10-12 |
| Minimum | -56.40751 |
|---|---|
| Maximum | 2.45493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141456 |
| Negative (%) | 49.7% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -56.40751 |
|---|---|
| 5-th percentile | -2.8991468 |
| Q1 | -0.92037338 |
| median | 0.018108799 |
| Q3 | 1.3156417 |
| 95-th percentile | 2.0812231 |
| Maximum | 2.45493 |
| Range | 58.86244 |
| Interquartile range (IQR) | 2.2360151 |
Descriptive statistics
| Standard deviation | 1.9586958 |
|---|---|
| Coefficient of variation (CV) | 1.1134576 × 1012 |
| Kurtosis | 32.486679 |
| Mean | 1.7591113 × 10-12 |
| Median Absolute Deviation (MAD) | 1.1946854 |
| Skewness | -3.2806673 |
| Sum | 5.0101198 × 10-7 |
| Variance | 3.8364893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.055797006 | 77 | < 0.1% |
| 1.245673819 | 77 | < 0.1% |
| 2.053311214 | 62 | < 0.1% |
| 1.302377965 | 60 | < 0.1% |
| 2.040211058 | 53 | < 0.1% |
| 2.085174876 | 48 | < 0.1% |
| 1.332849312 | 45 | < 0.1% |
| 1.01841182 | 40 | < 0.1% |
| 1.335053154 | 39 | < 0.1% |
| 1.315404172 | 36 | < 0.1% |
| Other values (275643) | 284270 |
| Value | Count | Frequency (%) |
| -56.40750963 | 1 | |
| -46.8550472 | 1 | |
| -41.92873752 | 1 | |
| -40.47014184 | 1 | |
| -40.0425375 | 1 | |
| -37.55806711 | 1 | |
| -37.05429492 | 1 | |
| -36.80231991 | 1 | |
| -36.51058317 | 1 | |
| -35.90510491 | 1 |
| Value | Count | Frequency (%) |
| 2.454929991 | 1 | |
| 2.45188849 | 1 | |
| 2.446504985 | 1 | |
| 2.439207481 | 1 | |
| 2.430506781 | 1 | |
| 2.422507732 | 1 | |
| 2.420346134 | 1 | |
| 2.420063784 | 1 | |
| 2.418801755 | 1 | |
| 2.41826698 | 1 |
V2
Real number (ℝ)
| Distinct | 275655 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.5554552 × 10-7 |
| Minimum | -72.715728 |
|---|---|
| Maximum | 22.057729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 134219 |
| Negative (%) | 47.1% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -72.715728 |
|---|---|
| 5-th percentile | -1.9719632 |
| Q1 | -0.59854759 |
| median | 0.06547639 |
| Q3 | 0.80372202 |
| 95-th percentile | 1.8085848 |
| Maximum | 22.057729 |
| Range | 94.773457 |
| Interquartile range (IQR) | 1.4022696 |
Descriptive statistics
| Standard deviation | 1.6513057 |
|---|---|
| Coefficient of variation (CV) | -6461884.7 |
| Kurtosis | 95.773449 |
| Mean | -2.5554552 × 10-7 |
| Median Absolute Deviation (MAD) | 0.70275484 |
| Skewness | -4.6248732 |
| Sum | -0.072781408 |
| Variance | 2.7268105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.326667773 | 77 | < 0.1% |
| 0.16697502 | 77 | < 0.1% |
| 0.089734648 | 62 | < 0.1% |
| -0.606529308 | 60 | < 0.1% |
| -0.146974975 | 53 | < 0.1% |
| 0.393050578 | 48 | < 0.1% |
| 0.389198249 | 45 | < 0.1% |
| 1.036663009 | 40 | < 0.1% |
| 0.331464026 | 39 | < 0.1% |
| -0.033577086 | 36 | < 0.1% |
| Other values (275645) | 284271 |
| Value | Count | Frequency (%) |
| -72.71572756 | 1 | |
| -63.34469832 | 1 | |
| -60.46461766 | 1 | |
| -50.38326913 | 1 | |
| -48.06085602 | 1 | |
| -47.42967628 | 1 | |
| -45.60797256 | 1 | |
| -44.63924472 | 1 | |
| -42.17268752 | 1 | |
| -40.97885223 | 1 |
| Value | Count | Frequency (%) |
| 22.05772899 | 1 | < 0.1% |
| 21.46720299 | 1 | < 0.1% |
| 19.16723901 | 1 | < 0.1% |
| 18.90245284 | 1 | < 0.1% |
| 18.18362646 | 1 | < 0.1% |
| 17.93055045 | 1 | < 0.1% |
| 17.41864877 | 1 | < 0.1% |
| 16.71338924 | 1 | < 0.1% |
| 16.69783169 | 1 | < 0.1% |
| 16.4974719 | 4 |
V3
Real number (ℝ)
| Distinct | 275657 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9054607 × 10-6 |
| Minimum | -48.325589 |
|---|---|
| Maximum | 9.3825584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 128163 |
| Negative (%) | 45.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -48.325589 |
|---|---|
| 5-th percentile | -2.3897379 |
| Q1 | -0.89036136 |
| median | 0.17984839 |
| Q3 | 1.0272025 |
| 95-th percentile | 2.0626522 |
| Maximum | 9.3825584 |
| Range | 57.708148 |
| Interquartile range (IQR) | 1.9175639 |
Descriptive statistics
| Standard deviation | 1.5162598 |
|---|---|
| Coefficient of variation (CV) | 170261.8 |
| Kurtosis | 26.619153 |
| Mean | 8.9054607 × 10-6 |
| Median Absolute Deviation (MAD) | 0.93563263 |
| Skewness | -2.2401275 |
| Sum | 2.5363465 |
| Variance | 2.2990438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.752040956 | 77 | < 0.1% |
| 0.488305743 | 77 | < 0.1% |
| -1.681835669 | 62 | < 0.1% |
| -0.681986193 | 60 | < 0.1% |
| -2.955933665 | 53 | < 0.1% |
| -4.508200532 | 48 | < 0.1% |
| -2.165596605 | 45 | < 0.1% |
| -1.689813707 | 40 | < 0.1% |
| -2.057762777 | 39 | < 0.1% |
| -1.089984306 | 36 | < 0.1% |
| Other values (275647) | 284271 |
| Value | Count | Frequency (%) |
| -48.32558936 | 1 | < 0.1% |
| -33.68098402 | 1 | < 0.1% |
| -32.96534576 | 1 | < 0.1% |
| -32.45419819 | 1 | < 0.1% |
| -31.81358595 | 1 | < 0.1% |
| -31.10368482 | 1 | < 0.1% |
| -30.55869682 | 1 | < 0.1% |
| -30.17731746 | 4 | |
| -30.01371249 | 1 | < 0.1% |
| -29.46873209 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.382558433 | 1 | |
| 4.22610848 | 1 | |
| 4.187810599 | 1 | |
| 4.101716178 | 1 | |
| 4.079167812 | 1 | |
| 4.069864781 | 1 | |
| 4.040465001 | 1 | |
| 4.029428319 | 1 | |
| 4.017561418 | 1 | |
| 3.985446047 | 1 |
V4
Real number (ℝ)
| Distinct | 275654 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8388931 × 10-6 |
| Minimum | -5.6831712 |
|---|---|
| Maximum | 16.875344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 144105 |
| Negative (%) | 50.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -5.6831712 |
|---|---|
| 5-th percentile | -2.1956686 |
| Q1 | -0.84863873 |
| median | -0.019844654 |
| Q3 | 0.74335414 |
| 95-th percentile | 2.566497 |
| Maximum | 16.875344 |
| Range | 22.558515 |
| Interquartile range (IQR) | 1.5919929 |
Descriptive statistics
| Standard deviation | 1.4158684 |
|---|---|
| Coefficient of variation (CV) | 292601.72 |
| Kurtosis | 2.6354311 |
| Mean | 4.8388931 × 10-6 |
| Median Absolute Deviation (MAD) | 0.79991358 |
| Skewness | 0.6762829 |
| Sum | 1.3781555 |
| Variance | 2.0046835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.635321921 | 77 | < 0.1% |
| -0.842316033 | 77 | < 0.1% |
| 0.45421196 | 62 | < 0.1% |
| -1.904603396 | 60 | < 0.1% |
| -0.578355979 | 53 | < 0.1% |
| -0.311770683 | 48 | < 0.1% |
| -0.306872624 | 45 | < 0.1% |
| 1.315475833 | 40 | < 0.1% |
| -0.346175355 | 39 | < 0.1% |
| -0.557087388 | 36 | < 0.1% |
| Other values (275644) | 284271 |
| Value | Count | Frequency (%) |
| -5.683171198 | 1 | |
| -5.600607141 | 1 | |
| -5.560117581 | 1 | |
| -5.519697123 | 1 | |
| -5.416315392 | 1 | |
| -5.40167758 | 1 | |
| -5.266508626 | 1 | |
| -5.26306793 | 1 | |
| -5.251491643 | 1 | |
| -5.231827865 | 1 |
| Value | Count | Frequency (%) |
| 16.87534403 | 1 | |
| 16.71553737 | 1 | |
| 16.49121717 | 1 | |
| 15.30418399 | 1 | |
| 13.1436681 | 1 | |
| 13.12914336 | 1 | |
| 12.69954199 | 1 | |
| 12.67275992 | 1 | |
| 12.15501612 | 1 | |
| 12.13232308 | 1 |
V5
Real number (ℝ)
| Distinct | 275657 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1878905 × 10-6 |
| Minimum | -113.74331 |
|---|---|
| Maximum | 34.801666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 148929 |
| Negative (%) | 52.3% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -113.74331 |
|---|---|
| 5-th percentile | -1.7020147 |
| Q1 | -0.69159465 |
| median | -0.054336207 |
| Q3 | 0.61192623 |
| 95-th percentile | 2.0989562 |
| Maximum | 34.801666 |
| Range | 148.54497 |
| Interquartile range (IQR) | 1.3035209 |
Descriptive statistics
| Standard deviation | 1.3802445 |
|---|---|
| Coefficient of variation (CV) | -1161929 |
| Kurtosis | 206.9052 |
| Mean | -1.1878905 × 10-6 |
| Median Absolute Deviation (MAD) | 0.65152937 |
| Skewness | -2.4259025 |
| Sum | -0.33832072 |
| Variance | 1.9050748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.46307226 | 77 | < 0.1% |
| -0.562776681 | 77 | < 0.1% |
| 0.298310371 | 62 | < 0.1% |
| 1.326623107 | 60 | < 0.1% |
| 2.609358271 | 53 | < 0.1% |
| 3.510116942 | 48 | < 0.1% |
| 2.641351251 | 45 | < 0.1% |
| 1.698436056 | 40 | < 0.1% |
| 2.583233822 | 39 | < 0.1% |
| 2.0299312 | 36 | < 0.1% |
| Other values (275647) | 284271 |
| Value | Count | Frequency (%) |
| -113.7433067 | 1 | |
| -42.14789837 | 1 | |
| -40.4277263 | 1 | |
| -35.18212031 | 1 | |
| -32.092129 | 1 | |
| -31.3567501 | 1 | |
| -29.73059986 | 1 | |
| -28.81557695 | 1 | |
| -28.36378524 | 1 | |
| -27.75296366 | 1 |
| Value | Count | Frequency (%) |
| 34.80166588 | 1 | |
| 34.09930934 | 1 | |
| 32.9114617 | 1 | |
| 31.45704605 | 1 | |
| 29.16217202 | 1 | |
| 29.01612354 | 1 | |
| 28.76267129 | 1 | |
| 28.51651308 | 1 | |
| 26.64769652 | 1 | |
| 25.60407727 | 1 |
V6
Real number (ℝ)
| Distinct | 275652 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6235074 × 10-6 |
| Minimum | -26.160506 |
|---|---|
| Maximum | 73.301626 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 176633 |
| Negative (%) | 62.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -26.160506 |
|---|---|
| 5-th percentile | -1.4067569 |
| Q1 | -0.76829538 |
| median | -0.27418567 |
| Q3 | 0.3985702 |
| 95-th percentile | 3.1603806 |
| Maximum | 73.301626 |
| Range | 99.462131 |
| Interquartile range (IQR) | 1.1668656 |
Descriptive statistics
| Standard deviation | 1.332269 |
|---|---|
| Coefficient of variation (CV) | 820611.61 |
| Kurtosis | 42.642607 |
| Mean | 1.6235074 × 10-6 |
| Median Absolute Deviation (MAD) | 0.55962852 |
| Skewness | 1.8265792 |
| Sum | 0.4623879 |
| Variance | 1.7749408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.011072616 | 77 | < 0.1% |
| 3.173856423 | 77 | < 0.1% |
| -0.953526086 | 62 | < 0.1% |
| 3.436312447 | 60 | < 0.1% |
| 3.142641531 | 53 | < 0.1% |
| 2.45329922 | 48 | < 0.1% |
| 2.808083764 | 45 | < 0.1% |
| 0.528806549 | 40 | < 0.1% |
| 2.854101997 | 39 | < 0.1% |
| 2.762439585 | 36 | < 0.1% |
| Other values (275642) | 284271 |
| Value | Count | Frequency (%) |
| -26.16050594 | 1 | |
| -23.49671393 | 1 | |
| -21.92931229 | 1 | |
| -21.24875162 | 1 | |
| -20.86962619 | 1 | |
| -20.36783638 | 1 | |
| -20.05461547 | 1 | |
| -19.99634854 | 1 | |
| -17.92727412 | 1 | |
| -17.57483526 | 1 |
| Value | Count | Frequency (%) |
| 73.30162555 | 1 | |
| 23.91783713 | 1 | |
| 22.52929847 | 1 | |
| 21.55049619 | 1 | |
| 21.39306876 | 1 | |
| 21.30773787 | 1 | |
| 21.1901941 | 1 | |
| 20.37952437 | 1 | |
| 18.07203126 | 1 | |
| 17.0199344 | 1 |
V7
Real number (ℝ)
| Distinct | 275651 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4126312 × 10-7 |
| Minimum | -43.557242 |
|---|---|
| Maximum | 120.58949 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 135852 |
| Negative (%) | 47.7% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -43.557242 |
|---|---|
| 5-th percentile | -1.4344205 |
| Q1 | -0.55407173 |
| median | 0.040103462 |
| Q3 | 0.57043086 |
| 95-th percentile | 1.4076303 |
| Maximum | 120.58949 |
| Range | 164.14674 |
| Interquartile range (IQR) | 1.1245026 |
Descriptive statistics
| Standard deviation | 1.2370915 |
|---|---|
| Coefficient of variation (CV) | 1470516.7 |
| Kurtosis | 405.60874 |
| Mean | 8.4126312 × 10-7 |
| Median Absolute Deviation (MAD) | 0.56186284 |
| Skewness | 2.5539094 |
| Sum | 0.23959847 |
| Variance | 1.5303954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.432125924 | 77 | < 0.1% |
| 0.014952661 | 77 | < 0.1% |
| 0.152002545 | 62 | < 0.1% |
| -1.145126827 | 60 | < 0.1% |
| -0.416882841 | 53 | < 0.1% |
| 0.220468581 | 48 | < 0.1% |
| -0.171626636 | 45 | < 0.1% |
| 0.331714502 | 40 | < 0.1% |
| -0.187547337 | 39 | < 0.1% |
| -0.534993827 | 36 | < 0.1% |
| Other values (275641) | 284271 |
| Value | Count | Frequency (%) |
| -43.55724157 | 1 | < 0.1% |
| -41.50679608 | 1 | < 0.1% |
| -37.06031146 | 1 | < 0.1% |
| -33.23932817 | 1 | < 0.1% |
| -31.76494649 | 1 | < 0.1% |
| -31.19732855 | 4 | |
| -28.21511205 | 1 | < 0.1% |
| -28.01129291 | 1 | < 0.1% |
| -26.54814377 | 1 | < 0.1% |
| -24.41948294 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 120.5894939 | 1 | |
| 44.05446136 | 1 | |
| 36.87736827 | 1 | |
| 36.67726795 | 1 | |
| 34.30317686 | 1 | |
| 31.52724367 | 1 | |
| 30.8976664 | 1 | |
| 29.20586818 | 1 | |
| 28.50406537 | 1 | |
| 28.23952821 | 1 |
V8
Real number (ℝ)
| Distinct | 275643 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4654197 × 10-7 |
| Minimum | -73.216718 |
|---|---|
| Maximum | 20.007208 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 135521 |
| Negative (%) | 47.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -73.216718 |
|---|---|
| 5-th percentile | -0.84214195 |
| Q1 | -0.20862891 |
| median | 0.022358219 |
| Q3 | 0.32734586 |
| 95-th percentile | 1.0499804 |
| Maximum | 20.007208 |
| Range | 93.223927 |
| Interquartile range (IQR) | 0.53597478 |
Descriptive statistics
| Standard deviation | 1.1943508 |
|---|---|
| Coefficient of variation (CV) | 3446482.4 |
| Kurtosis | 220.58776 |
| Mean | 3.4654197 × 10-7 |
| Median Absolute Deviation (MAD) | 0.25896237 |
| Skewness | -8.5219597 |
| Sum | 0.098697926 |
| Variance | 1.4264739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.727706201 | 77 | < 0.1% |
| -0.160210863 | 77 | < 0.1% |
| -0.20707138 | 62 | < 0.1% |
| 0.959147262 | 60 | < 0.1% |
| 0.784392948 | 53 | < 0.1% |
| 0.543376801 | 48 | < 0.1% |
| 0.683351734 | 45 | < 0.1% |
| 0.364538762 | 40 | < 0.1% |
| 0.68515377 | 39 | < 0.1% |
| 0.808250098 | 36 | < 0.1% |
| Other values (275633) | 284271 |
| Value | Count | Frequency (%) |
| -73.21671846 | 1 | |
| -50.94336887 | 1 | |
| -50.68841936 | 1 | |
| -50.42009006 | 1 | |
| -41.48482251 | 1 | |
| -41.04426092 | 1 | |
| -39.68857108 | 1 | |
| -39.26737777 | 1 | |
| -38.98726274 | 1 | |
| -38.75152521 | 1 |
| Value | Count | Frequency (%) |
| 20.00720837 | 1 | |
| 19.58777262 | 1 | |
| 19.16832739 | 1 | |
| 18.74887195 | 1 | |
| 18.70925454 | 1 | |
| 18.32940553 | 1 | |
| 18.28216761 | 1 | |
| 17.94136306 | 1 | |
| 17.90357438 | 1 | |
| 17.57371241 | 1 |
V9
Real number (ℝ)
| Distinct | 275656 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2773048 × 10-6 |
| Minimum | -13.434066 |
|---|---|
| Maximum | 15.594995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 149455 |
| Negative (%) | 52.5% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -13.434066 |
|---|---|
| 5-th percentile | -1.7584224 |
| Q1 | -0.64309677 |
| median | -0.051428017 |
| Q3 | 0.59713835 |
| 95-th percentile | 1.7807786 |
| Maximum | 15.594995 |
| Range | 29.029061 |
| Interquartile range (IQR) | 1.2402351 |
Descriptive statistics
| Standard deviation | 1.0986304 |
|---|---|
| Coefficient of variation (CV) | 860116.04 |
| Kurtosis | 3.7313265 |
| Mean | 1.2773048 × 10-6 |
| Median Absolute Deviation (MAD) | 0.62026888 |
| Skewness | 0.55467706 |
| Sum | 0.36378663 |
| Variance | 1.2069887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.170361852 | 77 | < 0.1% |
| 0.60860587 | 77 | < 0.1% |
| 0.587335266 | 62 | < 0.1% |
| 1.671301564 | 60 | < 0.1% |
| 0.359902379 | 53 | < 0.1% |
| -0.100433905 | 48 | < 0.1% |
| -0.297962001 | 45 | < 0.1% |
| -0.711797939 | 40 | < 0.1% |
| -0.286614069 | 39 | < 0.1% |
| -0.052724038 | 36 | < 0.1% |
| Other values (275646) | 284271 |
| Value | Count | Frequency (%) |
| -13.43406632 | 1 | < 0.1% |
| -13.32015469 | 1 | < 0.1% |
| -11.12662352 | 1 | < 0.1% |
| -10.84252587 | 1 | < 0.1% |
| -9.481456334 | 1 | < 0.1% |
| -9.462572605 | 4 | |
| -9.283924512 | 1 | < 0.1% |
| -8.9609217 | 1 | < 0.1% |
| -8.739670371 | 1 | < 0.1% |
| -8.630390306 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.59499461 | 1 | |
| 10.39288882 | 1 | |
| 10.37065798 | 1 | |
| 10.3484067 | 1 | |
| 10.32613305 | 1 | |
| 10.31397373 | 1 | |
| 9.272375626 | 1 | |
| 9.234623452 | 1 | |
| 9.213022586 | 1 | |
| 9.125534903 | 1 |
V10
Real number (ℝ)
| Distinct | 275646 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1879152 × 10-7 |
| Minimum | -24.588262 |
|---|---|
| Maximum | 23.745136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 159922 |
| Negative (%) | 56.2% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -24.588262 |
|---|---|
| 5-th percentile | -1.3386356 |
| Q1 | -0.53542526 |
| median | -0.092912704 |
| Q3 | 0.45391266 |
| 95-th percentile | 1.5485572 |
| Maximum | 23.745136 |
| Range | 48.333399 |
| Interquartile range (IQR) | 0.98933792 |
Descriptive statistics
| Standard deviation | 1.0888479 |
|---|---|
| Coefficient of variation (CV) | 3415548.4 |
| Kurtosis | 31.988359 |
| Mean | 3.1879152 × 10-7 |
| Median Absolute Deviation (MAD) | 0.48008326 |
| Skewness | 1.1871418 |
| Sum | 0.090794374 |
| Variance | 1.1855897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.044574589 | 77 | < 0.1% |
| -0.07518617 | 77 | < 0.1% |
| -0.362047348 | 62 | < 0.1% |
| -1.02294603 | 60 | < 0.1% |
| -0.351075101 | 53 | < 0.1% |
| -1.0186222 | 48 | < 0.1% |
| -0.6520966 | 45 | < 0.1% |
| -1.57028828 | 40 | < 0.1% |
| -0.535902735 | 39 | < 0.1% |
| 0.001148755 | 36 | < 0.1% |
| Other values (275636) | 284271 |
| Value | Count | Frequency (%) |
| -24.58826244 | 1 | < 0.1% |
| -24.40318497 | 1 | < 0.1% |
| -23.22825484 | 1 | < 0.1% |
| -22.18708856 | 4 | |
| -20.94919155 | 1 | < 0.1% |
| -19.83614885 | 1 | < 0.1% |
| -18.91324333 | 1 | < 0.1% |
| -18.27116817 | 1 | < 0.1% |
| -17.14151364 | 1 | < 0.1% |
| -16.74604411 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.74513612 | 1 | |
| 15.33174156 | 1 | |
| 15.24568569 | 1 | |
| 15.2360282 | 1 | |
| 13.81175777 | 1 | |
| 13.7273472 | 1 | |
| 13.6444596 | 1 | |
| 13.56015529 | 1 | |
| 13.24943301 | 1 | |
| 13.19822576 | 1 |
V11
Real number (ℝ)
| Distinct | 275648 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9367398 × 10-6 |
| Minimum | -4.7974735 |
|---|---|
| Maximum | 12.018913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 145633 |
| Negative (%) | 51.1% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -4.7974735 |
|---|---|
| 5-th percentile | -1.5719011 |
| Q1 | -0.76249256 |
| median | -0.032757459 |
| Q3 | 0.73959193 |
| 95-th percentile | 1.6140313 |
| Maximum | 12.018913 |
| Range | 16.816387 |
| Interquartile range (IQR) | 1.5020845 |
Descriptive statistics
| Standard deviation | 1.0207118 |
|---|---|
| Coefficient of variation (CV) | -527025.75 |
| Kurtosis | 1.633931 |
| Mean | -1.9367398 × 10-6 |
| Median Absolute Deviation (MAD) | 0.75029288 |
| Skewness | 0.35651107 |
| Sum | -0.551599 |
| Variance | 1.0418525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.063504458 | 77 | < 0.1% |
| -0.356749018 | 77 | < 0.1% |
| -0.58959804 | 62 | < 0.1% |
| -0.191422973 | 60 | < 0.1% |
| 0.329650884 | 53 | < 0.1% |
| 0.807038107 | 48 | < 0.1% |
| 0.418002665 | 45 | < 0.1% |
| 3.463017821 | 40 | < 0.1% |
| 0.332848418 | 39 | < 0.1% |
| -0.111087964 | 36 | < 0.1% |
| Other values (275638) | 284271 |
| Value | Count | Frequency (%) |
| -4.797473465 | 1 | |
| -4.682930548 | 1 | |
| -4.568390246 | 1 | |
| -4.453852842 | 1 | |
| -4.339318655 | 1 | |
| -4.224788057 | 1 | |
| -4.110261479 | 2 | |
| -4.049894914 | 2 | |
| -4.034717859 | 2 | |
| -4.010267867 | 2 |
| Value | Count | Frequency (%) |
| 12.01891318 | 1 | |
| 11.66920474 | 1 | |
| 11.61972348 | 1 | |
| 11.27792073 | 1 | |
| 11.22847028 | 1 | |
| 11.1524906 | 1 | |
| 11.02705909 | 1 | |
| 10.85301165 | 1 | |
| 10.54526295 | 1 | |
| 10.44684681 | 1 |
V12
Real number (ℝ)
| Distinct | 275654 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.1691826 × 10-6 |
| Minimum | -18.683715 |
|---|---|
| Maximum | 7.8483921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 121090 |
| Negative (%) | 42.5% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -18.683715 |
|---|---|
| 5-th percentile | -1.9671624 |
| Q1 | -0.40557769 |
| median | 0.14002886 |
| Q3 | 0.61823697 |
| 95-th percentile | 1.2430507 |
| Maximum | 7.8483921 |
| Range | 26.532107 |
| Interquartile range (IQR) | 1.0238147 |
Descriptive statistics
| Standard deviation | 0.99920031 |
|---|---|
| Coefficient of variation (CV) | -460634.48 |
| Kurtosis | 20.24187 |
| Mean | -2.1691826 × 10-6 |
| Median Absolute Deviation (MAD) | 0.50756241 |
| Skewness | -2.2783947 |
| Sum | -0.61780056 |
| Variance | 0.99840125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.073459517 | 77 | < 0.1% |
| 0.350563573 | 77 | < 0.1% |
| -0.174712053 | 62 | < 0.1% |
| 0.631027341 | 60 | < 0.1% |
| 0.183508121 | 53 | < 0.1% |
| -0.330547628 | 48 | < 0.1% |
| -0.322436924 | 45 | < 0.1% |
| 0.538411363 | 40 | < 0.1% |
| -0.268318739 | 39 | < 0.1% |
| 0.073656515 | 36 | < 0.1% |
| Other values (275644) | 284271 |
| Value | Count | Frequency (%) |
| -18.68371463 | 1 | |
| -18.55369701 | 1 | |
| -18.43113103 | 1 | |
| -18.04759657 | 1 | |
| -17.76914346 | 1 | |
| -17.63160631 | 1 | |
| -17.22866224 | 1 | |
| -17.18291843 | 2 | |
| -17.15040525 | 1 | |
| -17.13130095 | 1 |
| Value | Count | Frequency (%) |
| 7.848392076 | 1 | |
| 4.846452409 | 1 | |
| 4.574082241 | 1 | |
| 4.472920584 | 1 | |
| 4.406338221 | 1 | |
| 4.403898555 | 1 | |
| 4.31807084 | 1 | |
| 4.317588992 | 1 | |
| 4.299511253 | 1 | |
| 4.293341845 | 1 |
V13
Real number (ℝ)
| Distinct | 275657 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.4809052 × 10-6 |
| Minimum | -5.7918812 |
|---|---|
| Maximum | 7.126883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 144124 |
| Negative (%) | 50.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -5.7918812 |
|---|---|
| 5-th percentile | -1.639729 |
| Q1 | -0.64854482 |
| median | -0.013572616 |
| Q3 | 0.66250415 |
| 95-th percentile | 1.607877 |
| Maximum | 7.126883 |
| Range | 12.918764 |
| Interquartile range (IQR) | 1.311049 |
Descriptive statistics
| Standard deviation | 0.99527422 |
|---|---|
| Coefficient of variation (CV) | -285923.97 |
| Kurtosis | 0.19529311 |
| Mean | -3.4809052 × 10-6 |
| Median Absolute Deviation (MAD) | 0.65532092 |
| Skewness | 0.065240254 |
| Sum | -0.99138964 |
| Variance | 0.99057077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.517759694 | 77 | < 0.1% |
| -0.141238322 | 77 | < 0.1% |
| -0.621127061 | 62 | < 0.1% |
| 0.03190727 | 60 | < 0.1% |
| -0.272918545 | 53 | < 0.1% |
| -0.531418652 | 48 | < 0.1% |
| -0.143469155 | 45 | < 0.1% |
| -0.378095385 | 40 | < 0.1% |
| -0.127614196 | 39 | < 0.1% |
| 0.04128483 | 36 | < 0.1% |
| Other values (275647) | 284271 |
| Value | Count | Frequency (%) |
| -5.791881206 | 1 | |
| -4.008639792 | 1 | |
| -3.961757536 | 1 | |
| -3.888606286 | 1 | |
| -3.881106249 | 1 | |
| -3.848943149 | 1 | |
| -3.844973612 | 1 | |
| -3.835617838 | 1 | |
| -3.816447623 | 1 | |
| -3.808723988 | 1 |
| Value | Count | Frequency (%) |
| 7.126882959 | 1 | |
| 4.569008959 | 1 | |
| 4.469566192 | 1 | |
| 4.465413177 | 1 | |
| 4.369998379 | 1 | |
| 4.316156232 | 1 | |
| 4.262850926 | 1 | |
| 4.099351905 | 1 | |
| 4.044577086 | 1 | |
| 3.951390651 | 1 |
V14
Real number (ℝ)
| Distinct | 275653 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.0925585 × 10-6 |
| Minimum | -19.214325 |
|---|---|
| Maximum | 10.526766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 133763 |
| Negative (%) | 47.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -19.214325 |
|---|---|
| 5-th percentile | -1.4393442 |
| Q1 | -0.42556737 |
| median | 0.050593794 |
| Q3 | 0.4931497 |
| 95-th percentile | 1.3936512 |
| Maximum | 10.526766 |
| Range | 29.741092 |
| Interquartile range (IQR) | 0.91871707 |
Descriptive statistics
| Standard deviation | 0.95859411 |
|---|---|
| Coefficient of variation (CV) | -877384.71 |
| Kurtosis | 23.879527 |
| Mean | -1.0925585 × 10-6 |
| Median Absolute Deviation (MAD) | 0.45811319 |
| Skewness | -1.9951749 |
| Sum | -0.3111694 |
| Variance | 0.91890266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.690971618 | 77 | < 0.1% |
| 0.406968934 | 77 | < 0.1% |
| -0.703512784 | 62 | < 0.1% |
| -0.031425381 | 60 | < 0.1% |
| -0.597436665 | 53 | < 0.1% |
| -2.181448825 | 48 | < 0.1% |
| -1.154524296 | 45 | < 0.1% |
| -3.04549518 | 40 | < 0.1% |
| -0.868299961 | 39 | < 0.1% |
| 0.425500485 | 36 | < 0.1% |
| Other values (275643) | 284271 |
| Value | Count | Frequency (%) |
| -19.21432549 | 1 | |
| -18.82208674 | 1 | |
| -18.49377336 | 1 | |
| -18.3920915 | 1 | |
| -18.04999769 | 1 | |
| -17.72163835 | 1 | |
| -17.62063435 | 1 | |
| -17.47592128 | 1 | |
| -17.23020216 | 1 | |
| -16.33759594 | 1 |
| Value | Count | Frequency (%) |
| 10.52676605 | 1 | |
| 7.754598748 | 1 | |
| 7.692208544 | 1 | |
| 7.667725751 | 1 | |
| 7.518402781 | 1 | |
| 7.439565532 | 1 | |
| 7.421943853 | 1 | |
| 7.293225596 | 1 | |
| 7.234248879 | 1 | |
| 7.187926027 | 1 |
V15
Real number (ℝ)
| Distinct | 275653 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1549704 × 10-6 |
| Minimum | -4.4989447 |
|---|---|
| Maximum | 8.8777416 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 136234 |
| Negative (%) | 47.8% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -4.4989447 |
|---|---|
| 5-th percentile | -1.5931996 |
| Q1 | -0.58288322 |
| median | 0.048074161 |
| Q3 | 0.64882415 |
| 95-th percentile | 1.3731034 |
| Maximum | 8.8777416 |
| Range | 13.376686 |
| Interquartile range (IQR) | 1.2317074 |
Descriptive statistics
| Standard deviation | 0.91531854 |
|---|---|
| Coefficient of variation (CV) | 177560.39 |
| Kurtosis | 0.28475146 |
| Mean | 5.1549704 × 10-6 |
| Median Absolute Deviation (MAD) | 0.61550247 |
| Skewness | -0.30842175 |
| Sum | 1.4681768 |
| Variance | 0.83780803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.275257039 | 77 | < 0.1% |
| 1.124146923 | 77 | < 0.1% |
| 0.27195661 | 62 | < 0.1% |
| 1.446626976 | 60 | < 0.1% |
| 0.58389681 | 53 | < 0.1% |
| 0.388724083 | 48 | < 0.1% |
| 1.157633714 | 45 | < 0.1% |
| 1.468911143 | 40 | < 0.1% |
| 1.128538982 | 39 | < 0.1% |
| 1.24527653 | 36 | < 0.1% |
| Other values (275643) | 284271 |
| Value | Count | Frequency (%) |
| -4.498944677 | 1 | |
| -4.391307068 | 1 | |
| -4.19932125 | 1 | |
| -4.196619695 | 1 | |
| -4.15253176 | 1 | |
| -4.097947131 | 1 | |
| -4.092344269 | 1 | |
| -4.025373127 | 1 | |
| -4.005558002 | 1 | |
| -3.936008084 | 1 |
| Value | Count | Frequency (%) |
| 8.877741598 | 1 | |
| 5.825654319 | 1 | |
| 5.78451389 | 1 | |
| 5.720478632 | 1 | |
| 5.685899052 | 1 | |
| 5.667667171 | 1 | |
| 5.501116596 | 1 | |
| 5.126187082 | 1 | |
| 4.97005728 | 1 | |
| 4.858397949 | 1 |
V16
Real number (ℝ)
| Distinct | 275645 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.6516411 × 10-6 |
| Minimum | -14.129855 |
|---|---|
| Maximum | 17.315112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 132553 |
| Negative (%) | 46.5% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -14.129855 |
|---|---|
| 5-th percentile | -1.4916624 |
| Q1 | -0.46805749 |
| median | 0.066407898 |
| Q3 | 0.52329272 |
| 95-th percentile | 1.3252516 |
| Maximum | 17.315112 |
| Range | 31.444966 |
| Interquartile range (IQR) | 0.99135021 |
Descriptive statistics
| Standard deviation | 0.87625179 |
|---|---|
| Coefficient of variation (CV) | -530534.03 |
| Kurtosis | 10.419143 |
| Mean | -1.6516411 × 10-6 |
| Median Absolute Deviation (MAD) | 0.49260005 |
| Skewness | -1.1009614 |
| Sum | -0.47040059 |
| Variance | 0.7678172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.371962125 | 77 | < 0.1% |
| 0.342469754 | 77 | < 0.1% |
| 0.318688063 | 62 | < 0.1% |
| -0.121820379 | 60 | < 0.1% |
| 0.178675836 | 53 | < 0.1% |
| 0.232071378 | 48 | < 0.1% |
| 0.878174918 | 45 | < 0.1% |
| -0.029741514 | 40 | < 0.1% |
| 0.786506054 | 39 | < 0.1% |
| 0.640367513 | 36 | < 0.1% |
| Other values (275635) | 284271 |
| Value | Count | Frequency (%) |
| -14.12985452 | 1 | |
| -13.56327296 | 1 | |
| -13.30388758 | 1 | |
| -13.25683309 | 1 | |
| -13.25154198 | 1 | |
| -12.6752689 | 1 | |
| -12.66169572 | 2 | |
| -12.44856234 | 1 | |
| -12.43227914 | 1 | |
| -12.42796136 | 1 |
| Value | Count | Frequency (%) |
| 17.31511152 | 1 | |
| 8.28988956 | 1 | |
| 7.059131811 | 1 | |
| 6.442797901 | 1 | |
| 6.351853498 | 1 | |
| 6.098529451 | 1 | |
| 5.998262879 | 1 | |
| 5.720320216 | 1 | |
| 5.600122947 | 1 | |
| 5.562387814 | 1 |
V17
Real number (ℝ)
| Distinct | 275646 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3021495 × 10-7 |
| Minimum | -25.162799 |
|---|---|
| Maximum | 9.2535263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 153635 |
| Negative (%) | 53.9% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -25.162799 |
|---|---|
| 5-th percentile | -0.98300304 |
| Q1 | -0.48374689 |
| median | -0.065672716 |
| Q3 | 0.39967413 |
| 95-th percentile | 1.2746063 |
| Maximum | 9.2535263 |
| Range | 34.416326 |
| Interquartile range (IQR) | 0.88342103 |
Descriptive statistics
| Standard deviation | 0.84933566 |
|---|---|
| Coefficient of variation (CV) | 1163131 |
| Kurtosis | 94.800035 |
| Mean | 7.3021495 × 10-7 |
| Median Absolute Deviation (MAD) | 0.43931039 |
| Skewness | -3.8449225 |
| Sum | 0.20797106 |
| Variance | 0.72137107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.601956803 | 77 | < 0.1% |
| -0.37465644 | 77 | < 0.1% |
| 0.549365129 | 62 | < 0.1% |
| -0.651405237 | 60 | < 0.1% |
| 0.473898278 | 53 | < 0.1% |
| 2.125021883 | 48 | < 0.1% |
| 0.53691752 | 45 | < 0.1% |
| 3.664588481 | 40 | < 0.1% |
| 0.316435261 | 39 | < 0.1% |
| -1.072084985 | 36 | < 0.1% |
| Other values (275636) | 284271 |
| Value | Count | Frequency (%) |
| -25.16279937 | 1 | |
| -24.01909855 | 1 | |
| -23.81563583 | 1 | |
| -23.24159715 | 1 | |
| -22.88399858 | 1 | |
| -22.66790541 | 1 | |
| -22.60886819 | 1 | |
| -22.54165173 | 1 | |
| -21.90649322 | 1 | |
| -21.71018765 | 1 |
| Value | Count | Frequency (%) |
| 9.25352625 | 1 | |
| 9.207058535 | 1 | |
| 8.538195139 | 1 | |
| 7.893392532 | 1 | |
| 7.766636363 | 1 | |
| 7.733456284 | 1 | |
| 7.611861523 | 1 | |
| 7.573522625 | 1 | |
| 7.454784638 | 1 | |
| 7.413594144 | 1 |
V18
Real number (ℝ)
| Distinct | 275655 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0554763 × 10-8 |
| Minimum | -9.4987459 |
|---|---|
| Maximum | 5.0410692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 142942 |
| Negative (%) | 50.2% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -9.4987459 |
|---|---|
| 5-th percentile | -1.3580918 |
| Q1 | -0.4988498 |
| median | -0.00363479 |
| Q3 | 0.5008053 |
| 95-th percentile | 1.3943904 |
| Maximum | 5.0410692 |
| Range | 14.539815 |
| Interquartile range (IQR) | 0.9996551 |
Descriptive statistics
| Standard deviation | 0.83817474 |
|---|---|
| Coefficient of variation (CV) | 9255998.4 |
| Kurtosis | 2.5783605 |
| Mean | 9.0554763 × 10-8 |
| Median Absolute Deviation (MAD) | 0.49912301 |
| Skewness | -0.25988105 |
| Sum | 0.025790721 |
| Variance | 0.70253689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.438992432 | 77 | < 0.1% |
| -0.052640146 | 77 | < 0.1% |
| -0.257785858 | 62 | < 0.1% |
| 0.617970477 | 60 | < 0.1% |
| -0.498849799 | 53 | < 0.1% |
| 0.405548674 | 48 | < 0.1% |
| 0.712873013 | 45 | < 0.1% |
| -0.105189589 | 40 | < 0.1% |
| 0.587856253 | 39 | < 0.1% |
| -0.0686981 | 36 | < 0.1% |
| Other values (275645) | 284271 |
| Value | Count | Frequency (%) |
| -9.498745921 | 1 | |
| -9.335193079 | 1 | |
| -9.287832214 | 1 | |
| -9.264608733 | 1 | |
| -9.170557219 | 1 | |
| -9.090892061 | 1 | |
| -9.042845151 | 1 | |
| -8.859451925 | 1 | |
| -8.829819766 | 1 | |
| -8.668815197 | 1 |
| Value | Count | Frequency (%) |
| 5.041069185 | 1 | |
| 4.712397566 | 1 | |
| 4.295648234 | 1 | |
| 4.243841213 | 1 | |
| 4.199591107 | 1 | |
| 4.115559919 | 1 | |
| 4.093439956 | 1 | |
| 4.079390035 | 1 | |
| 4.071328562 | 1 | |
| 4.054462468 | 1 |
V19
Real number (ℝ)
| Distinct | 275645 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4184755 × 10-6 |
| Minimum | -7.2135274 |
|---|---|
| Maximum | 5.5919714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141804 |
| Negative (%) | 49.8% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -7.2135274 |
|---|---|
| 5-th percentile | -1.356259 |
| Q1 | -0.45629485 |
| median | 0.0037365775 |
| Q3 | 0.45894851 |
| 95-th percentile | 1.2861644 |
| Maximum | 5.5919714 |
| Range | 12.805499 |
| Interquartile range (IQR) | 0.91524336 |
Descriptive statistics
| Standard deviation | 0.81403942 |
|---|---|
| Coefficient of variation (CV) | 573883.33 |
| Kurtosis | 1.7249777 |
| Mean | 1.4184755 × 10-6 |
| Median Absolute Deviation (MAD) | 0.45770468 |
| Skewness | 0.10918701 |
| Sum | 0.40399316 |
| Variance | 0.66266018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.330590448 | 77 | < 0.1% |
| -0.116090785 | 77 | < 0.1% |
| 0.016256128 | 62 | < 0.1% |
| 0.927600045 | 60 | < 0.1% |
| -0.140098685 | 53 | < 0.1% |
| -0.440929512 | 48 | < 0.1% |
| 0.006773555 | 45 | < 0.1% |
| -2.097944321 | 40 | < 0.1% |
| 0.049350083 | 39 | < 0.1% |
| 0.271314885 | 36 | < 0.1% |
| Other values (275635) | 284271 |
| Value | Count | Frequency (%) |
| -7.21352743 | 1 | |
| -6.938297318 | 1 | |
| -4.932733055 | 1 | |
| -4.676092279 | 1 | |
| -4.619034342 | 1 | |
| -4.575940864 | 1 | |
| -4.539839957 | 1 | |
| -4.42194397 | 1 | |
| -4.395282985 | 1 | |
| -4.392420909 | 1 |
| Value | Count | Frequency (%) |
| 5.591971427 | 1 | |
| 5.572113327 | 1 | |
| 5.501747214 | 1 | |
| 5.22834179 | 1 | |
| 4.891062441 | 1 | |
| 4.851255137 | 1 | |
| 4.801122553 | 1 | |
| 4.727189814 | 1 | |
| 4.715141671 | 1 | |
| 4.703263246 | 1 |
V20
Real number (ℝ)
| Distinct | 275632 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8274417 × 10-7 |
| Minimum | -54.49772 |
|---|---|
| Maximum | 39.420904 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 169130 |
| Negative (%) | 59.4% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -54.49772 |
|---|---|
| 5-th percentile | -0.55843392 |
| Q1 | -0.21172118 |
| median | -0.062480907 |
| Q3 | 0.13304735 |
| 95-th percentile | 0.83614003 |
| Maximum | 39.420904 |
| Range | 93.918625 |
| Interquartile range (IQR) | 0.34476853 |
Descriptive statistics
| Standard deviation | 0.77092382 |
|---|---|
| Coefficient of variation (CV) | 873326.43 |
| Kurtosis | 271.01688 |
| Mean | 8.8274417 × 10-7 |
| Median Absolute Deviation (MAD) | 0.16870186 |
| Skewness | -2.037161 |
| Sum | 0.2514126 |
| Variance | 0.59432353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.180370119 | 77 | < 0.1% |
| -0.132079724 | 77 | < 0.1% |
| -0.187420788 | 62 | < 0.1% |
| 0.005756655 | 60 | < 0.1% |
| -0.120714034 | 53 | < 0.1% |
| -0.08698933 | 48 | < 0.1% |
| 0.053607119 | 45 | < 0.1% |
| -0.167555416 | 40 | < 0.1% |
| 0.045217441 | 39 | < 0.1% |
| 0.156089011 | 36 | < 0.1% |
| Other values (275622) | 284271 |
| Value | Count | Frequency (%) |
| -54.49772049 | 1 | |
| -28.00963533 | 1 | |
| -25.22234524 | 1 | |
| -23.64689033 | 1 | |
| -23.42017257 | 1 | |
| -22.8385483 | 1 | |
| -21.96489828 | 1 | |
| -21.53382174 | 1 | |
| -21.38712193 | 1 | |
| -21.02827171 | 1 |
| Value | Count | Frequency (%) |
| 39.42090425 | 1 | |
| 38.11720913 | 1 | |
| 26.23739079 | 1 | |
| 24.13389419 | 1 | |
| 23.64909457 | 1 | |
| 23.64341694 | 1 | |
| 19.74645308 | 1 | |
| 17.8852382 | 1 | |
| 17.81950743 | 1 | |
| 17.2818589 | 1 |
V21
Real number (ℝ)
| Distinct | 275617 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.4277952 × 10-8 |
| Minimum | -34.830382 |
|---|---|
| Maximum | 27.202839 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 153197 |
| Negative (%) | 53.8% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -34.830382 |
|---|---|
| 5-th percentile | -0.50467207 |
| Q1 | -0.22839247 |
| median | -0.029447636 |
| Q3 | 0.18637366 |
| 95-th percentile | 0.53786752 |
| Maximum | 27.202839 |
| Range | 62.033221 |
| Interquartile range (IQR) | 0.41476613 |
Descriptive statistics
| Standard deviation | 0.73452273 |
|---|---|
| Coefficient of variation (CV) | -11427289 |
| Kurtosis | 207.28778 |
| Mean | -6.4277952 × 10-8 |
| Median Absolute Deviation (MAD) | 0.20638164 |
| Skewness | 3.5929978 |
| Sum | -0.018306875 |
| Variance | 0.53952363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.262580846 | 77 | < 0.1% |
| 0.269764951 | 77 | < 0.1% |
| -0.361158037 | 62 | < 0.1% |
| -0.064208281 | 60 | < 0.1% |
| -0.352333801 | 53 | < 0.1% |
| -0.067216661 | 48 | < 0.1% |
| -0.207432404 | 45 | < 0.1% |
| -0.040237593 | 40 | < 0.1% |
| -0.191819983 | 39 | < 0.1% |
| -0.313307445 | 36 | < 0.1% |
| Other values (275607) | 284271 |
| Value | Count | Frequency (%) |
| -34.83038214 | 1 | |
| -22.88934704 | 1 | |
| -22.79760391 | 1 | |
| -22.75753986 | 1 | |
| -22.6656846 | 1 | |
| -21.62011965 | 1 | |
| -21.45373628 | 1 | |
| -20.26205434 | 1 | |
| -18.63291855 | 1 | |
| -18.6030882 | 1 |
| Value | Count | Frequency (%) |
| 27.20283916 | 6 | |
| 22.61488937 | 1 | < 0.1% |
| 22.59954336 | 1 | < 0.1% |
| 22.58898947 | 1 | < 0.1% |
| 22.58067527 | 1 | < 0.1% |
| 22.57971423 | 1 | < 0.1% |
| 22.56568024 | 1 | < 0.1% |
| 21.89972377 | 1 | < 0.1% |
| 20.0637858 | 1 | < 0.1% |
| 19.33082993 | 1 | < 0.1% |
V22
Real number (ℝ)
| Distinct | 275644 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7552531 × 10-7 |
| Minimum | -10.933144 |
|---|---|
| Maximum | 10.50309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141402 |
| Negative (%) | 49.6% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -10.933144 |
|---|---|
| 5-th percentile | -1.081891 |
| Q1 | -0.54234931 |
| median | 0.0067865075 |
| Q3 | 0.52855286 |
| 95-th percentile | 1.1289868 |
| Maximum | 10.50309 |
| Range | 21.436234 |
| Interquartile range (IQR) | 1.0709022 |
Descriptive statistics
| Standard deviation | 0.72570047 |
|---|---|
| Coefficient of variation (CV) | 743907.37 |
| Kurtosis | 2.8329822 |
| Mean | 9.7552531 × 10-7 |
| Median Absolute Deviation (MAD) | 0.53649314 |
| Skewness | -0.21326167 |
| Sum | 0.27783741 |
| Variance | 0.52664118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.844626647 | 77 | < 0.1% |
| -0.816263763 | 77 | < 0.1% |
| -0.984261949 | 62 | < 0.1% |
| -0.080587077 | 60 | < 0.1% |
| -0.996936775 | 53 | < 0.1% |
| -0.072641599 | 48 | < 0.1% |
| -0.692416684 | 45 | < 0.1% |
| 0.096171574 | 40 | < 0.1% |
| -0.650117796 | 39 | < 0.1% |
| 0.250885695 | 36 | < 0.1% |
| Other values (275634) | 284271 |
| Value | Count | Frequency (%) |
| -10.9331437 | 1 | < 0.1% |
| -9.499422964 | 1 | < 0.1% |
| -8.887017141 | 6 | |
| -8.593641565 | 1 | < 0.1% |
| -8.55580793 | 1 | < 0.1% |
| -8.527144872 | 1 | < 0.1% |
| -8.483441127 | 1 | < 0.1% |
| -8.454599243 | 1 | < 0.1% |
| -8.420245605 | 1 | < 0.1% |
| -8.245481399 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.50309009 | 1 | |
| 8.361985192 | 1 | |
| 8.316275439 | 1 | |
| 8.272232984 | 1 | |
| 7.357255162 | 1 | |
| 7.248762607 | 1 | |
| 7.220157654 | 1 | |
| 7.057496403 | 1 | |
| 6.790452189 | 1 | |
| 6.090513506 | 1 |
V23
Real number (ℝ)
| Distinct | 275611 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.8789004 × 10-7 |
| Minimum | -44.807735 |
|---|---|
| Maximum | 22.528412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 148401 |
| Negative (%) | 52.1% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -44.807735 |
|---|---|
| 5-th percentile | -0.47224624 |
| Q1 | -0.16184632 |
| median | -0.011195728 |
| Q3 | 0.14764206 |
| 95-th percentile | 0.48801394 |
| Maximum | 22.528412 |
| Range | 67.336147 |
| Interquartile range (IQR) | 0.30948838 |
Descriptive statistics
| Standard deviation | 0.62445923 |
|---|---|
| Coefficient of variation (CV) | -1609887.3 |
| Kurtosis | 440.0901 |
| Mean | -3.8789004 × 10-7 |
| Median Absolute Deviation (MAD) | 0.15449389 |
| Skewness | -5.8751478 |
| Sum | -0.11047419 |
| Variance | 0.38994933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.140304302 | 77 | < 0.1% |
| 0.020674668 | 77 | < 0.1% |
| 0.354198094 | 62 | < 0.1% |
| -0.072991079 | 60 | < 0.1% |
| 0.363484906 | 53 | < 0.1% |
| -0.036584283 | 48 | < 0.1% |
| -0.118597512 | 45 | < 0.1% |
| -0.09254897 | 40 | < 0.1% |
| -0.114069464 | 39 | < 0.1% |
| 0.103796606 | 36 | < 0.1% |
| Other values (275601) | 284271 |
| Value | Count | Frequency (%) |
| -44.8077352 | 1 | |
| -36.66600007 | 1 | |
| -32.828995 | 1 | |
| -30.26972001 | 1 | |
| -27.53364329 | 1 | |
| -27.21543637 | 1 | |
| -26.75111866 | 1 | |
| -26.42974136 | 1 | |
| -25.35674425 | 1 | |
| -23.22201631 | 1 |
| Value | Count | Frequency (%) |
| 22.52841169 | 1 | |
| 22.08354487 | 1 | |
| 20.8033441 | 1 | |
| 19.22816908 | 1 | |
| 19.00294182 | 1 | |
| 18.94673404 | 1 | |
| 18.36447227 | 1 | |
| 17.7684618 | 1 | |
| 17.75173056 | 1 | |
| 17.60663686 | 1 |
V24
Real number (ℝ)
| Distinct | 275645 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3499513 × 10-7 |
| Minimum | -2.8366269 |
|---|---|
| Maximum | 4.5845491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 127732 |
| Negative (%) | 44.8% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -2.8366269 |
|---|---|
| 5-th percentile | -1.1436618 |
| Q1 | -0.35458277 |
| median | 0.040976712 |
| Q3 | 0.43952623 |
| 95-th percentile | 0.866357 |
| Maximum | 4.5845491 |
| Range | 7.4211761 |
| Interquartile range (IQR) | 0.794109 |
Descriptive statistics
| Standard deviation | 0.60564602 |
|---|---|
| Coefficient of variation (CV) | 2577270.5 |
| Kurtosis | 0.61888405 |
| Mean | 2.3499513 × 10-7 |
| Median Absolute Deviation (MAD) | 0.39713856 |
| Skewness | -0.55250139 |
| Sum | 0.066928492 |
| Variance | 0.3668071 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.357827249 | 77 | < 0.1% |
| 0.726211884 | 77 | < 0.1% |
| 0.620709339 | 62 | < 0.1% |
| 1.01813597 | 60 | < 0.1% |
| 0.60482657 | 53 | < 0.1% |
| 0.529692768 | 48 | < 0.1% |
| 0.891479668 | 45 | < 0.1% |
| -1.345663706 | 40 | < 0.1% |
| 0.9159356 | 39 | < 0.1% |
| 1.00995228 | 36 | < 0.1% |
| Other values (275635) | 284271 |
| Value | Count | Frequency (%) |
| -2.836626919 | 1 | |
| -2.824848903 | 1 | |
| -2.822683592 | 1 | |
| -2.822383969 | 1 | |
| -2.814897636 | 1 | |
| -2.807896962 | 1 | |
| -2.790479323 | 1 | |
| -2.78961381 | 1 | |
| -2.776600389 | 1 | |
| -2.775669771 | 1 |
| Value | Count | Frequency (%) |
| 4.584549137 | 1 | |
| 4.02286589 | 1 | |
| 4.016341817 | 1 | |
| 4.014444385 | 1 | |
| 3.998293678 | 1 | |
| 3.99064595 | 1 | |
| 3.979636646 | 1 | |
| 3.962197343 | 1 | |
| 3.957012821 | 1 | |
| 3.951679291 | 1 |
V25
Real number (ℝ)
| Distinct | 275640 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5131864 × 10-7 |
| Minimum | -10.295397 |
|---|---|
| Maximum | 7.5195887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 139302 |
| Negative (%) | 48.9% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -10.295397 |
|---|---|
| 5-th percentile | -0.82502558 |
| Q1 | -0.31714408 |
| median | 0.016595743 |
| Q3 | 0.35071549 |
| 95-th percentile | 0.76069662 |
| Maximum | 7.5195887 |
| Range | 17.814986 |
| Interquartile range (IQR) | 0.66785957 |
Descriptive statistics
| Standard deviation | 0.52127721 |
|---|---|
| Coefficient of variation (CV) | 1155009.3 |
| Kurtosis | 4.2904362 |
| Mean | 4.5131864 × 10-7 |
| Median Absolute Deviation (MAD) | 0.33396182 |
| Skewness | -0.41579573 |
| Sum | 0.12853916 |
| Variance | 0.27172993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.366624307 | 77 | < 0.1% |
| 0.186422946 | 77 | < 0.1% |
| -0.297137876 | 62 | < 0.1% |
| 0.663574772 | 60 | < 0.1% |
| -0.264559586 | 53 | < 0.1% |
| 0.414685142 | 48 | < 0.1% |
| 0.730240364 | 45 | < 0.1% |
| 0.510304957 | 40 | < 0.1% |
| 0.73007304 | 39 | < 0.1% |
| 0.23373018 | 36 | < 0.1% |
| Other values (275630) | 284271 |
| Value | Count | Frequency (%) |
| -10.29539707 | 1 | |
| -8.69662677 | 1 | |
| -7.495741104 | 1 | |
| -7.081325346 | 1 | |
| -7.025783182 | 1 | |
| -6.712623728 | 1 | |
| -6.429333989 | 1 | |
| -6.035054268 | 1 | |
| -5.7852551 | 1 | |
| -5.785209207 | 1 |
| Value | Count | Frequency (%) |
| 7.519588679 | 1 | |
| 6.070850384 | 1 | |
| 5.852483571 | 1 | |
| 5.826159035 | 1 | |
| 5.541597595 | 1 | |
| 5.525092704 | 1 | |
| 5.521139565 | 1 | |
| 5.473885357 | 1 | |
| 5.376594958 | 1 | |
| 4.881207473 | 1 |
V26
Real number (ℝ)
| Distinct | 275647 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.6400875 × 10-7 |
| Minimum | -2.6045506 |
|---|---|
| Maximum | 3.5173456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 151721 |
| Negative (%) | 53.3% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -2.6045506 |
|---|---|
| 5-th percentile | -0.69734787 |
| Q1 | -0.32698137 |
| median | -0.052141678 |
| Q3 | 0.24094972 |
| 95-th percentile | 0.92091543 |
| Maximum | 3.5173456 |
| Range | 6.1218962 |
| Interquartile range (IQR) | 0.56793109 |
Descriptive statistics
| Standard deviation | 0.4822263 |
|---|---|
| Coefficient of variation (CV) | -726234.85 |
| Kurtosis | 0.91901856 |
| Mean | -6.6400875 × 10-7 |
| Median Absolute Deviation (MAD) | 0.28044523 |
| Skewness | 0.57669708 |
| Sum | -0.189115 |
| Variance | 0.2325422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.096544471 | 77 | < 0.1% |
| -0.398827515 | 77 | < 0.1% |
| 0.166735634 | 62 | < 0.1% |
| -0.671322844 | 60 | < 0.1% |
| 0.219670647 | 53 | < 0.1% |
| 0.735869652 | 48 | < 0.1% |
| 0.384013446 | 45 | < 0.1% |
| -0.182673523 | 40 | < 0.1% |
| 0.383879418 | 39 | < 0.1% |
| 0.110373549 | 36 | < 0.1% |
| Other values (275637) | 284271 |
| Value | Count | Frequency (%) |
| -2.604550553 | 1 | |
| -2.534329721 | 1 | |
| -2.24162029 | 1 | |
| -2.068560869 | 1 | |
| -1.855355338 | 1 | |
| -1.778061476 | 1 | |
| -1.77357484 | 1 | |
| -1.732917021 | 1 | |
| -1.73200827 | 1 | |
| -1.726927874 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.463245654 | 1 | |
| 3.415636243 | 1 | |
| 3.220178375 | 1 | |
| 3.155327473 | 1 | |
| 3.122747439 | 1 | |
| 3.119294529 | 1 | |
| 3.118588477 | 1 | |
| 3.116200102 | 1 | |
| 3.087444274 | 1 |
V27
Real number (ℝ)
| Distinct | 275597 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6894513 × 10-7 |
| Minimum | -22.565679 |
|---|---|
| Maximum | 31.612198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141004 |
| Negative (%) | 49.5% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -22.565679 |
|---|---|
| 5-th percentile | -0.41524553 |
| Q1 | -0.070839451 |
| median | 0.0013422435 |
| Q3 | 0.091046495 |
| 95-th percentile | 0.38774605 |
| Maximum | 31.612198 |
| Range | 54.177877 |
| Interquartile range (IQR) | 0.16188595 |
Descriptive statistics
| Standard deviation | 0.40363186 |
|---|---|
| Coefficient of variation (CV) | 860723 |
| Kurtosis | 244.98993 |
| Mean | 4.6894513 × 10-7 |
| Median Absolute Deviation (MAD) | 0.078261709 |
| Skewness | -1.1702137 |
| Sum | 0.13355933 |
| Variance | 0.16291868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.035866315 | 77 | < 0.1% |
| 0.027735122 | 77 | < 0.1% |
| -0.06829901 | 62 | < 0.1% |
| 0.096800945 | 60 | < 0.1% |
| -0.039209452 | 53 | < 0.1% |
| -0.058232768 | 48 | < 0.1% |
| -0.028465272 | 45 | < 0.1% |
| 0.107058302 | 40 | < 0.1% |
| -0.031902304 | 39 | < 0.1% |
| 0.241305213 | 36 | < 0.1% |
| Other values (275587) | 284271 |
| Value | Count | Frequency (%) |
| -22.56567932 | 1 | |
| -9.895244048 | 1 | |
| -9.845807693 | 1 | |
| -9.793567905 | 1 | |
| -9.544855375 | 1 | |
| -9.543518336 | 1 | |
| -9.390979796 | 1 | |
| -8.878665148 | 2 | |
| -8.839765802 | 2 | |
| -8.703067823 | 1 |
| Value | Count | Frequency (%) |
| 31.61219811 | 1 | |
| 12.15240111 | 1 | |
| 11.13573984 | 1 | |
| 10.50788435 | 1 | |
| 10.13559735 | 1 | |
| 9.879903026 | 1 | |
| 9.200882567 | 1 | |
| 8.932638749 | 1 | |
| 8.70897234 | 1 | |
| 8.254375597 | 1 |
V28
Real number (ℝ)
| Distinct | 275558 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -7.3923679 × 10-8 |
| Minimum | -15.430084 |
|---|---|
| Maximum | 33.847808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 125889 |
| Negative (%) | 44.2% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | -15.430084 |
|---|---|
| 5-th percentile | -0.31784311 |
| Q1 | -0.052959631 |
| median | 0.011243813 |
| Q3 | 0.078279484 |
| 95-th percentile | 0.25608927 |
| Maximum | 33.847808 |
| Range | 49.277892 |
| Interquartile range (IQR) | 0.13123912 |
Descriptive statistics
| Standard deviation | 0.33008269 |
|---|---|
| Coefficient of variation (CV) | -4465182.1 |
| Kurtosis | 933.40077 |
| Mean | -7.3923679 × 10-8 |
| Median Absolute Deviation (MAD) | 0.06516522 |
| Skewness | 11.192111 |
| Sum | -0.021054055 |
| Variance | 0.10895458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.060282151 | 77 | < 0.1% |
| 0.018494573 | 77 | < 0.1% |
| -0.029584703 | 62 | < 0.1% |
| 0.028696878 | 60 | < 0.1% |
| -0.042786955 | 53 | < 0.1% |
| -0.02665762 | 48 | < 0.1% |
| 0.036123309 | 45 | < 0.1% |
| 0.071818003 | 40 | < 0.1% |
| 0.029849341 | 39 | < 0.1% |
| -0.020358638 | 36 | < 0.1% |
| Other values (275548) | 284271 |
| Value | Count | Frequency (%) |
| -15.43008391 | 1 | |
| -11.71089564 | 1 | |
| -9.617915452 | 1 | |
| -8.6565699 | 1 | |
| -8.478685643 | 1 | |
| -8.464609243 | 1 | |
| -8.424041001 | 1 | |
| -8.412266628 | 1 | |
| -8.364853332 | 1 | |
| -8.33812262 | 1 |
| Value | Count | Frequency (%) |
| 33.84780782 | 1 | |
| 22.62007222 | 1 | |
| 16.12960914 | 1 | |
| 15.94215098 | 1 | |
| 15.87047405 | 1 | |
| 15.86672079 | 1 | |
| 15.7696356 | 1 | |
| 15.7268066 | 1 | |
| 15.64913396 | 1 | |
| 15.63268866 | 1 |
Amount
Real number (ℝ)
| Distinct | 32767 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.349834 |
| Minimum | 0 |
|---|---|
| Maximum | 25691.16 |
| Zeros | 1825 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 5.6 |
| median | 22 |
| Q3 | 77.17 |
| 95-th percentile | 365 |
| Maximum | 25691.16 |
| Range | 25691.16 |
| Interquartile range (IQR) | 71.57 |
Descriptive statistics
| Standard deviation | 250.1197 |
|---|---|
| Coefficient of variation (CV) | 2.8310149 |
| Kurtosis | 845.09521 |
| Mean | 88.349834 |
| Median Absolute Deviation (MAD) | 20.22 |
| Skewness | 16.977746 |
| Sum | 25162740 |
| Variance | 62559.863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13688 | 4.8% |
| 1.98 | 6044 | 2.1% |
| 0.89 | 4872 | 1.7% |
| 9.99 | 4747 | 1.7% |
| 15 | 3280 | 1.2% |
| 0.76 | 2998 | 1.1% |
| 10 | 2950 | 1.0% |
| 1.29 | 2892 | 1.0% |
| 1.79 | 2623 | 0.9% |
| 0.99 | 2304 | 0.8% |
| Other values (32757) | 238410 |
| Value | Count | Frequency (%) |
| 0 | 1825 | |
| 0.01 | 718 | 0.3% |
| 0.02 | 85 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.05 | 44 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 11 | < 0.1% |
| 0.08 | 10 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 25691.16 | 1 | |
| 19656.53 | 1 | |
| 18910 | 1 | |
| 12910.93 | 1 | |
| 11898.09 | 1 | |
| 11789.84 | 1 | |
| 10199.44 | 1 | |
| 10000 | 1 | |
| 8790.26 | 1 | |
| 8787 | 1 |
Class
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 0 | |
|---|---|
| 1 | 492 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 284808 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 284808 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 284808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 284808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 284316 | |
| 1 | 492 | 0.2% |
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| V1 | 1.000 | -0.384 | -0.412 | 0.101 | -0.107 | -0.087 | -0.228 | -0.236 | 0.139 | 0.232 | 0.014 | 0.003 | 0.048 | -0.024 | 0.030 | 0.038 | -0.058 | -0.044 | 0.031 | -0.210 | -0.062 | -0.029 | 0.145 | -0.000 | 0.049 | 0.006 | -0.105 | -0.208 | -0.087 | 0.146 |
| V2 | -0.384 | 1.000 | 0.074 | 0.155 | 0.343 | -0.110 | 0.426 | 0.007 | -0.078 | -0.212 | -0.013 | 0.053 | 0.029 | 0.088 | 0.038 | 0.068 | -0.002 | 0.011 | 0.002 | 0.041 | -0.098 | -0.056 | -0.095 | 0.013 | -0.086 | 0.034 | 0.129 | 0.138 | -0.502 | 0.258 |
| V3 | -0.412 | 0.074 | 1.000 | 0.061 | -0.224 | 0.171 | -0.075 | 0.164 | -0.031 | -0.071 | 0.056 | -0.052 | 0.007 | -0.131 | 0.051 | -0.047 | -0.035 | -0.045 | -0.015 | 0.108 | -0.040 | 0.004 | -0.140 | -0.001 | 0.032 | -0.017 | 0.141 | 0.180 | -0.000 | 0.354 |
| V4 | 0.101 | 0.155 | 0.061 | 1.000 | 0.021 | 0.075 | 0.060 | -0.010 | 0.105 | 0.026 | -0.013 | 0.148 | -0.025 | 0.099 | 0.053 | -0.041 | 0.049 | 0.021 | -0.018 | -0.010 | 0.039 | -0.005 | 0.010 | -0.009 | 0.061 | -0.064 | -0.034 | 0.005 | -0.022 | 0.373 |
| V5 | -0.107 | 0.343 | -0.224 | 0.021 | 1.000 | -0.008 | 0.432 | -0.057 | -0.057 | -0.155 | 0.011 | -0.049 | 0.020 | 0.035 | -0.041 | -0.008 | -0.146 | -0.016 | 0.012 | 0.057 | -0.040 | -0.011 | -0.108 | -0.023 | -0.016 | 0.030 | 0.013 | -0.028 | -0.314 | 0.192 |
| V6 | -0.087 | -0.110 | 0.171 | 0.075 | -0.008 | 1.000 | -0.293 | 0.444 | 0.029 | 0.063 | 0.060 | 0.037 | -0.004 | -0.069 | -0.046 | -0.020 | -0.027 | 0.052 | 0.032 | 0.053 | 0.035 | 0.040 | -0.050 | -0.135 | -0.011 | -0.024 | 0.074 | 0.020 | 0.205 | 0.000 |
| V7 | -0.228 | 0.426 | -0.075 | 0.060 | 0.432 | -0.293 | 1.000 | -0.389 | -0.100 | -0.208 | 0.004 | -0.044 | -0.016 | 0.058 | -0.051 | -0.120 | -0.147 | -0.071 | 0.001 | 0.161 | -0.022 | -0.024 | -0.186 | -0.013 | -0.046 | 0.017 | -0.094 | 0.056 | -0.030 | 0.305 |
| V8 | -0.236 | 0.007 | 0.164 | -0.010 | -0.057 | 0.444 | -0.389 | 1.000 | -0.003 | -0.121 | 0.053 | 0.106 | -0.145 | 0.041 | -0.017 | 0.090 | 0.075 | 0.067 | -0.033 | 0.006 | 0.077 | 0.020 | 0.075 | -0.025 | -0.074 | -0.008 | 0.190 | 0.090 | 0.004 | 0.196 |
| V9 | 0.139 | -0.078 | -0.031 | 0.105 | -0.057 | 0.029 | -0.100 | -0.003 | 1.000 | -0.291 | -0.031 | 0.103 | -0.048 | -0.031 | -0.004 | -0.032 | -0.069 | -0.015 | 0.003 | -0.015 | -0.066 | 0.002 | 0.074 | -0.002 | -0.023 | 0.027 | -0.002 | -0.104 | -0.077 | 0.388 |
| V10 | 0.232 | -0.212 | -0.071 | 0.026 | -0.155 | 0.063 | -0.208 | -0.121 | -0.291 | 1.000 | 0.034 | -0.164 | 0.000 | 0.005 | -0.027 | -0.055 | -0.148 | -0.054 | 0.040 | -0.087 | -0.047 | 0.042 | 0.077 | -0.008 | -0.017 | -0.027 | -0.020 | -0.131 | 0.055 | 0.551 |
| V11 | 0.014 | -0.013 | 0.056 | -0.013 | 0.011 | 0.060 | 0.004 | 0.053 | -0.031 | 0.034 | 1.000 | 0.197 | -0.035 | 0.151 | -0.036 | 0.069 | 0.074 | 0.069 | 0.010 | 0.042 | -0.001 | 0.001 | 0.031 | -0.005 | -0.005 | -0.006 | -0.026 | -0.028 | -0.044 | 0.614 |
| V12 | 0.003 | 0.053 | -0.052 | 0.148 | -0.049 | 0.037 | -0.044 | 0.106 | 0.103 | -0.164 | 0.197 | 1.000 | 0.187 | -0.053 | -0.069 | -0.118 | -0.205 | -0.066 | 0.020 | 0.014 | 0.031 | -0.014 | 0.081 | -0.002 | 0.003 | 0.012 | 0.029 | -0.008 | -0.039 | 0.662 |
| V13 | 0.048 | 0.029 | 0.007 | -0.025 | 0.020 | -0.004 | -0.016 | -0.145 | -0.048 | 0.000 | -0.035 | 0.187 | 1.000 | -0.093 | 0.014 | 0.000 | -0.017 | -0.010 | -0.006 | 0.101 | -0.050 | 0.007 | 0.002 | 0.005 | 0.003 | -0.004 | 0.004 | -0.007 | -0.006 | 0.008 |
| V14 | -0.024 | 0.088 | -0.131 | 0.099 | 0.035 | -0.069 | 0.058 | 0.041 | -0.031 | 0.005 | 0.151 | -0.053 | -0.093 | 1.000 | 0.019 | -0.127 | -0.165 | -0.027 | 0.021 | -0.106 | 0.084 | -0.009 | 0.016 | -0.022 | 0.036 | -0.005 | -0.091 | -0.018 | -0.005 | 0.665 |
| V15 | 0.030 | 0.038 | 0.051 | 0.053 | -0.041 | -0.046 | -0.051 | -0.017 | -0.004 | -0.027 | -0.036 | -0.069 | 0.014 | 0.019 | 1.000 | 0.014 | -0.024 | 0.013 | -0.055 | 0.095 | 0.032 | 0.002 | 0.032 | 0.023 | 0.011 | -0.016 | 0.029 | 0.039 | -0.072 | 0.007 |
| V16 | 0.038 | 0.068 | -0.047 | -0.041 | -0.008 | -0.020 | -0.120 | 0.090 | -0.032 | -0.055 | 0.069 | -0.118 | 0.000 | -0.127 | 0.014 | 1.000 | -0.237 | 0.023 | 0.017 | 0.177 | 0.092 | -0.045 | 0.045 | -0.030 | -0.015 | 0.042 | -0.046 | -0.010 | -0.106 | 0.585 |
| V17 | -0.058 | -0.002 | -0.035 | 0.049 | -0.146 | -0.027 | -0.147 | 0.075 | -0.069 | -0.148 | 0.074 | -0.205 | -0.017 | -0.165 | -0.024 | -0.237 | 1.000 | -0.158 | 0.045 | -0.017 | -0.009 | 0.013 | 0.037 | 0.052 | 0.004 | -0.009 | 0.046 | 0.065 | 0.054 | 0.691 |
| V18 | -0.044 | 0.011 | -0.045 | 0.021 | -0.016 | 0.052 | -0.071 | 0.067 | -0.015 | -0.054 | 0.069 | -0.066 | -0.010 | -0.027 | 0.013 | 0.023 | -0.158 | 1.000 | -0.004 | -0.106 | 0.026 | 0.057 | -0.109 | -0.048 | -0.006 | -0.027 | 0.021 | 0.023 | 0.048 | 0.507 |
| V19 | 0.031 | 0.002 | -0.015 | -0.018 | 0.012 | 0.032 | 0.001 | -0.033 | 0.003 | 0.040 | 0.010 | 0.020 | -0.006 | 0.021 | -0.055 | 0.017 | 0.045 | -0.004 | 1.000 | 0.233 | -0.006 | -0.012 | -0.078 | -0.056 | 0.004 | -0.016 | -0.019 | -0.041 | -0.009 | 0.077 |
| V20 | -0.210 | 0.041 | 0.108 | -0.010 | 0.057 | 0.053 | 0.161 | 0.006 | -0.015 | -0.087 | 0.042 | 0.014 | 0.101 | -0.106 | 0.095 | 0.177 | -0.017 | -0.106 | 0.233 | 1.000 | 0.115 | 0.034 | -0.195 | 0.041 | 0.045 | 0.047 | 0.104 | 0.275 | 0.201 | 0.017 |
| V21 | -0.062 | -0.098 | -0.040 | 0.039 | -0.040 | 0.035 | -0.022 | 0.077 | -0.066 | -0.047 | -0.001 | 0.031 | -0.050 | 0.084 | 0.032 | 0.092 | -0.009 | 0.026 | -0.006 | 0.115 | 1.000 | 0.677 | -0.250 | 0.032 | 0.037 | -0.040 | -0.027 | 0.067 | 0.194 | 0.094 |
| V22 | -0.029 | -0.056 | 0.004 | -0.005 | -0.011 | 0.040 | -0.024 | 0.020 | 0.002 | 0.042 | 0.001 | -0.014 | 0.007 | -0.009 | 0.002 | -0.045 | 0.013 | 0.057 | -0.012 | 0.034 | 0.677 | 1.000 | -0.239 | 0.015 | 0.029 | -0.040 | 0.073 | -0.037 | 0.080 | 0.106 |
| V23 | 0.145 | -0.095 | -0.140 | 0.010 | -0.108 | -0.050 | -0.186 | 0.075 | 0.074 | 0.077 | 0.031 | 0.081 | 0.002 | 0.016 | 0.032 | 0.045 | 0.037 | -0.109 | -0.078 | -0.195 | -0.250 | -0.239 | 1.000 | 0.097 | -0.426 | -0.002 | 0.049 | -0.069 | -0.057 | 0.018 |
| V24 | -0.000 | 0.013 | -0.001 | -0.009 | -0.023 | -0.135 | -0.013 | -0.025 | -0.002 | -0.008 | -0.005 | -0.002 | 0.005 | -0.022 | 0.023 | -0.030 | 0.052 | -0.048 | -0.056 | 0.041 | 0.032 | 0.015 | 0.097 | 1.000 | 0.001 | 0.005 | -0.036 | 0.047 | -0.013 | 0.009 |
| V25 | 0.049 | -0.086 | 0.032 | 0.061 | -0.016 | -0.011 | -0.046 | -0.074 | -0.023 | -0.017 | -0.005 | 0.003 | 0.003 | 0.036 | 0.011 | -0.015 | 0.004 | -0.006 | 0.004 | 0.045 | 0.037 | 0.029 | -0.426 | 0.001 | 1.000 | -0.053 | -0.092 | -0.052 | 0.023 | 0.022 |
| V26 | 0.006 | 0.034 | -0.017 | -0.064 | 0.030 | -0.024 | 0.017 | -0.008 | 0.027 | -0.027 | -0.006 | 0.012 | -0.004 | -0.005 | -0.016 | 0.042 | -0.009 | -0.027 | -0.016 | 0.047 | -0.040 | -0.040 | -0.002 | 0.005 | -0.053 | 1.000 | -0.163 | -0.022 | -0.067 | 0.002 |
| V27 | -0.105 | 0.129 | 0.141 | -0.034 | 0.013 | 0.074 | -0.094 | 0.190 | -0.002 | -0.020 | -0.026 | 0.029 | 0.004 | -0.091 | 0.029 | -0.046 | 0.046 | 0.021 | -0.019 | 0.104 | -0.027 | 0.073 | 0.049 | -0.036 | -0.092 | -0.163 | 1.000 | 0.458 | -0.127 | 0.041 |
| V28 | -0.208 | 0.138 | 0.180 | 0.005 | -0.028 | 0.020 | 0.056 | 0.090 | -0.104 | -0.131 | -0.028 | -0.008 | -0.007 | -0.018 | 0.039 | -0.010 | 0.065 | 0.023 | -0.041 | 0.275 | 0.067 | -0.037 | -0.069 | 0.047 | -0.052 | -0.022 | 0.458 | 1.000 | 0.010 | 0.031 |
| Amount | -0.087 | -0.502 | -0.000 | -0.022 | -0.314 | 0.205 | -0.030 | 0.004 | -0.077 | 0.055 | -0.044 | -0.039 | -0.006 | -0.005 | -0.072 | -0.106 | 0.054 | 0.048 | -0.009 | 0.201 | 0.194 | 0.080 | -0.057 | -0.013 | 0.023 | -0.067 | -0.127 | 0.010 | 1.000 | 0.000 |
| Class | 0.146 | 0.258 | 0.354 | 0.373 | 0.192 | 0.000 | 0.305 | 0.196 | 0.388 | 0.551 | 0.614 | 0.662 | 0.008 | 0.665 | 0.007 | 0.585 | 0.691 | 0.507 | 0.077 | 0.017 | 0.094 | 0.106 | 0.018 | 0.009 | 0.022 | 0.002 | 0.041 | 0.031 | 0.000 | 1.000 |
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 1 | -1.359807 | -0.072781 | 2.536347 | 1.378155 | -0.338321 | 0.462388 | 0.239599 | 0.098698 | 0.363787 | 0.090794 | -0.551600 | -0.617801 | -0.991390 | -0.311169 | 1.468177 | -0.470401 | 0.207971 | 0.025791 | 0.403993 | 0.251412 | -0.018307 | 0.277838 | -0.110474 | 0.066928 | 0.128539 | -0.189115 | 0.133558 | -0.021053 | 149.62 | 0 |
| 2 | 1.191857 | 0.266151 | 0.166480 | 0.448154 | 0.060018 | -0.082361 | -0.078803 | 0.085102 | -0.255425 | -0.166974 | 1.612727 | 1.065235 | 0.489095 | -0.143772 | 0.635558 | 0.463917 | -0.114805 | -0.183361 | -0.145783 | -0.069083 | -0.225775 | -0.638672 | 0.101288 | -0.339846 | 0.167170 | 0.125895 | -0.008983 | 0.014724 | 2.69 | 0 |
| 3 | -1.358354 | -1.340163 | 1.773209 | 0.379780 | -0.503198 | 1.800499 | 0.791461 | 0.247676 | -1.514654 | 0.207643 | 0.624501 | 0.066084 | 0.717293 | -0.165946 | 2.345865 | -2.890083 | 1.109969 | -0.121359 | -2.261857 | 0.524980 | 0.247998 | 0.771679 | 0.909412 | -0.689281 | -0.327642 | -0.139097 | -0.055353 | -0.059752 | 378.66 | 0 |
| 4 | -0.966272 | -0.185226 | 1.792993 | -0.863291 | -0.010309 | 1.247203 | 0.237609 | 0.377436 | -1.387024 | -0.054952 | -0.226487 | 0.178228 | 0.507757 | -0.287924 | -0.631418 | -1.059647 | -0.684093 | 1.965775 | -1.232622 | -0.208038 | -0.108300 | 0.005274 | -0.190321 | -1.175575 | 0.647376 | -0.221929 | 0.062723 | 0.061458 | 123.50 | 0 |
| 5 | -1.158233 | 0.877737 | 1.548718 | 0.403034 | -0.407193 | 0.095921 | 0.592941 | -0.270533 | 0.817739 | 0.753074 | -0.822843 | 0.538196 | 1.345852 | -1.119670 | 0.175121 | -0.451449 | -0.237033 | -0.038195 | 0.803487 | 0.408542 | -0.009431 | 0.798278 | -0.137458 | 0.141267 | -0.206010 | 0.502292 | 0.219422 | 0.215153 | 69.99 | 0 |
| 6 | -0.425966 | 0.960523 | 1.141109 | -0.168252 | 0.420987 | -0.029728 | 0.476201 | 0.260314 | -0.568671 | -0.371407 | 1.341262 | 0.359894 | -0.358091 | -0.137134 | 0.517617 | 0.401726 | -0.058133 | 0.068653 | -0.033194 | 0.084968 | -0.208254 | -0.559825 | -0.026398 | -0.371427 | -0.232794 | 0.105915 | 0.253844 | 0.081080 | 3.67 | 0 |
| 7 | 1.229658 | 0.141004 | 0.045371 | 1.202613 | 0.191881 | 0.272708 | -0.005159 | 0.081213 | 0.464960 | -0.099254 | -1.416907 | -0.153826 | -0.751063 | 0.167372 | 0.050144 | -0.443587 | 0.002821 | -0.611987 | -0.045575 | -0.219633 | -0.167716 | -0.270710 | -0.154104 | -0.780055 | 0.750137 | -0.257237 | 0.034507 | 0.005168 | 4.99 | 0 |
| 8 | -0.644269 | 1.417964 | 1.074380 | -0.492199 | 0.948934 | 0.428118 | 1.120631 | -3.807864 | 0.615375 | 1.249376 | -0.619468 | 0.291474 | 1.757964 | -1.323865 | 0.686133 | -0.076127 | -1.222127 | -0.358222 | 0.324505 | -0.156742 | 1.943465 | -1.015455 | 0.057504 | -0.649709 | -0.415267 | -0.051634 | -1.206921 | -1.085339 | 40.80 | 0 |
| 9 | -0.894286 | 0.286157 | -0.113192 | -0.271526 | 2.669599 | 3.721818 | 0.370145 | 0.851084 | -0.392048 | -0.410430 | -0.705117 | -0.110452 | -0.286254 | 0.074355 | -0.328783 | -0.210077 | -0.499768 | 0.118765 | 0.570328 | 0.052736 | -0.073425 | -0.268092 | -0.204233 | 1.011592 | 0.373205 | -0.384157 | 0.011747 | 0.142404 | 93.20 | 0 |
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 284798 | -0.241923 | 0.712247 | 0.399806 | -0.463406 | 0.244531 | -1.343668 | 0.929369 | -0.206210 | 0.106234 | -0.284708 | -0.612982 | -0.066655 | -0.732987 | 0.237948 | -0.293959 | -0.245496 | -0.174846 | -0.891169 | -0.290491 | -0.139512 | -0.228876 | -0.514376 | 0.279598 | 0.371441 | -0.559238 | 0.113144 | 0.131507 | 0.081265 | 5.49 | 0 |
| 284799 | 0.219529 | 0.881246 | -0.635891 | 0.960928 | -0.152971 | -1.014307 | 0.427126 | 0.121340 | -0.285670 | -0.111640 | -1.109232 | -0.453235 | -1.046946 | 1.122674 | 1.243518 | -1.431897 | 0.939328 | -0.002373 | 2.894952 | 0.006666 | 0.099936 | 0.337120 | 0.251791 | 0.057688 | -1.508368 | 0.144023 | 0.181205 | 0.215243 | 24.05 | 0 |
| 284800 | -1.775135 | -0.004235 | 1.189786 | 0.331096 | 1.196063 | 5.519980 | -1.518185 | 2.080825 | 1.159498 | -0.594242 | -1.264072 | 0.453596 | -0.243142 | -0.858719 | -0.766554 | -0.644646 | 0.447184 | 0.388721 | 0.792135 | 0.348176 | 0.103302 | 0.654850 | -0.348929 | 0.745323 | 0.704545 | -0.127579 | 0.454379 | 0.130308 | 79.99 | 0 |
| 284801 | 2.039560 | -0.175233 | -1.196825 | 0.234580 | -0.008713 | -0.726571 | 0.017050 | -0.118228 | 0.435402 | 0.267772 | 0.523316 | 0.559047 | -0.834660 | 0.626211 | -0.541494 | 0.225361 | -0.605252 | -0.163049 | 0.561695 | -0.256922 | -0.268048 | -0.717211 | 0.297930 | -0.359769 | -0.315610 | 0.201114 | -0.080826 | -0.075071 | 2.68 | 0 |
| 284802 | 0.120316 | 0.931005 | -0.546012 | -0.745097 | 1.130314 | -0.235973 | 0.812722 | 0.115093 | -0.204064 | -0.657422 | 0.644837 | 0.190916 | -0.546329 | -0.731707 | -0.808036 | 0.599628 | 0.070441 | 0.373110 | 0.128904 | 0.000676 | -0.314205 | -0.808520 | 0.050343 | 0.102800 | -0.435870 | 0.124079 | 0.217940 | 0.068803 | 2.69 | 0 |
| 284803 | -11.881118 | 10.071785 | -9.834783 | -2.066656 | -5.364473 | -2.606837 | -4.918215 | 7.305334 | 1.914428 | 4.356170 | -1.593105 | 2.711941 | -0.689256 | 4.626942 | -0.924459 | 1.107641 | 1.991691 | 0.510632 | -0.682920 | 1.475829 | 0.213454 | 0.111864 | 1.014480 | -0.509348 | 1.436807 | 0.250034 | 0.943651 | 0.823731 | 0.77 | 0 |
| 284804 | -0.732789 | -0.055080 | 2.035030 | -0.738589 | 0.868229 | 1.058415 | 0.024330 | 0.294869 | 0.584800 | -0.975926 | -0.150189 | 0.915802 | 1.214756 | -0.675143 | 1.164931 | -0.711757 | -0.025693 | -1.221179 | -1.545556 | 0.059616 | 0.214205 | 0.924384 | 0.012463 | -1.016226 | -0.606624 | -0.395255 | 0.068472 | -0.053527 | 24.79 | 0 |
| 284805 | 1.919565 | -0.301254 | -3.249640 | -0.557828 | 2.630515 | 3.031260 | -0.296827 | 0.708417 | 0.432454 | -0.484782 | 0.411614 | 0.063119 | -0.183699 | -0.510602 | 1.329284 | 0.140716 | 0.313502 | 0.395652 | -0.577252 | 0.001396 | 0.232045 | 0.578229 | -0.037501 | 0.640134 | 0.265745 | -0.087371 | 0.004455 | -0.026561 | 67.88 | 0 |
| 284806 | -0.240440 | 0.530483 | 0.702510 | 0.689799 | -0.377961 | 0.623708 | -0.686180 | 0.679145 | 0.392087 | -0.399126 | -1.933849 | -0.962886 | -1.042082 | 0.449624 | 1.962563 | -0.608577 | 0.509928 | 1.113981 | 2.897849 | 0.127434 | 0.265245 | 0.800049 | -0.163298 | 0.123205 | -0.569159 | 0.546668 | 0.108821 | 0.104533 | 10.00 | 0 |
| 284807 | -0.533413 | -0.189733 | 0.703337 | -0.506271 | -0.012546 | -0.649617 | 1.577006 | -0.414650 | 0.486180 | -0.915427 | -1.040458 | -0.031513 | -0.188093 | -0.084316 | 0.041333 | -0.302620 | -0.660377 | 0.167430 | -0.256117 | 0.382948 | 0.261057 | 0.643078 | 0.376777 | 0.008797 | -0.473649 | -0.818267 | -0.002415 | 0.013649 | 217.00 | 0 |
Most frequently occurring
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2224 | 1.245674 | 0.166975 | 0.488306 | 0.635322 | -0.562777 | -1.011073 | 0.014953 | -0.160211 | 0.170362 | -0.044575 | -0.356749 | -0.073460 | -0.517760 | 0.406969 | 1.124147 | 0.342470 | -0.374656 | -0.438992 | -0.116091 | -0.132080 | -0.262581 | -0.816264 | 0.140304 | 0.357827 | 0.186423 | 0.096544 | -0.035866 | 0.018495 | 8.99 | 0 | 77 |
| 4208 | 2.055797 | -0.326668 | -2.752041 | -0.842316 | 2.463072 | 3.173856 | -0.432126 | 0.727706 | 0.608606 | -0.075186 | 0.063504 | 0.350564 | -0.141238 | 0.690972 | 1.275257 | -0.371962 | -0.601957 | -0.052640 | -0.330590 | -0.180370 | 0.269765 | 0.844627 | 0.020675 | 0.726212 | 0.366624 | -0.398828 | 0.027735 | -0.060282 | 1.00 | 0 | 77 |
| 4142 | 2.053311 | 0.089735 | -1.681836 | 0.454212 | 0.298310 | -0.953526 | 0.152003 | -0.207071 | 0.587335 | -0.362047 | -0.589598 | -0.174712 | -0.621127 | -0.703513 | 0.271957 | 0.318688 | 0.549365 | -0.257786 | 0.016256 | -0.187421 | -0.361158 | -0.984262 | 0.354198 | 0.620709 | -0.297138 | 0.166736 | -0.068299 | -0.029585 | 8.99 | 0 | 62 |
| 2670 | 1.302378 | -0.606529 | -0.681986 | -1.904603 | 1.326623 | 3.436312 | -1.145127 | 0.959147 | 1.671302 | -1.022946 | -0.191423 | 0.631027 | 0.031907 | -0.031425 | 1.446627 | -0.121820 | -0.651405 | 0.617970 | 0.927600 | 0.005757 | -0.064208 | -0.080587 | -0.072991 | 1.018136 | 0.663575 | -0.671323 | 0.096801 | 0.028697 | 1.00 | 0 | 60 |
| 3915 | 2.040211 | -0.146975 | -2.955934 | -0.578356 | 2.609358 | 3.142642 | -0.416883 | 0.784393 | 0.359902 | -0.351075 | 0.329651 | 0.183508 | -0.272919 | -0.597437 | 0.583897 | 0.178676 | 0.473898 | -0.498850 | -0.140099 | -0.120714 | -0.352334 | -0.996937 | 0.363485 | 0.604827 | -0.264560 | 0.219671 | -0.039209 | -0.042787 | 1.98 | 0 | 53 |
| 4687 | 2.085175 | 0.393051 | -4.508201 | -0.311771 | 3.510117 | 2.453299 | 0.220469 | 0.543377 | -0.100434 | -1.018622 | 0.807038 | -0.330548 | -0.531419 | -2.181449 | 0.388724 | 0.232071 | 2.125022 | 0.405549 | -0.440930 | -0.086989 | -0.067217 | -0.072642 | -0.036584 | 0.529693 | 0.414685 | 0.735870 | -0.058233 | -0.026658 | 0.76 | 0 | 48 |
| 2791 | 1.332849 | 0.389198 | -2.165597 | -0.306873 | 2.641351 | 2.808084 | -0.171627 | 0.683352 | -0.297962 | -0.652097 | 0.418003 | -0.322437 | -0.143469 | -1.154524 | 1.157634 | 0.878175 | 0.536918 | 0.712873 | 0.006774 | 0.053607 | -0.207432 | -0.692417 | -0.118598 | 0.891480 | 0.730240 | 0.384013 | -0.028465 | 0.036123 | 0.76 | 0 | 45 |
| 917 | 1.018412 | 1.036663 | -1.689814 | 1.315476 | 1.698436 | 0.528807 | 0.331715 | 0.364539 | -0.711798 | -1.570288 | 3.463018 | 0.538411 | -0.378095 | -3.045495 | 1.468911 | -0.029742 | 3.664588 | -0.105190 | -2.097944 | -0.167555 | -0.040238 | 0.096172 | -0.092549 | -1.345664 | 0.510305 | -0.182674 | 0.107058 | 0.071818 | 0.89 | 0 | 40 |
| 2796 | 1.335053 | 0.331464 | -2.057763 | -0.346175 | 2.583234 | 2.854102 | -0.187547 | 0.685154 | -0.286614 | -0.535903 | 0.332848 | -0.268319 | -0.127614 | -0.868300 | 1.128539 | 0.786506 | 0.316435 | 0.587856 | 0.049350 | 0.045217 | -0.191820 | -0.650118 | -0.114069 | 0.915936 | 0.730073 | 0.383879 | -0.031902 | 0.029849 | 0.76 | 0 | 39 |
| 691 | -0.302521 | 0.447474 | -0.495757 | -3.214799 | 2.705041 | 2.762440 | 0.593847 | 0.556451 | 0.697720 | -1.090181 | -0.111088 | 0.062652 | -0.238457 | 0.215738 | 1.069356 | -0.255231 | -1.072085 | 0.485110 | 0.271315 | 0.156089 | 0.007343 | 0.250886 | -0.331600 | 1.009952 | 0.233730 | -0.824471 | 0.241305 | -0.020359 | 1.00 | 0 | 36 |